If I am reading that right, that would mean that the map tap would loop
over all records for a given file and not just a given split.

Right, this should instead use SequenceFileRecordReader that already has the logic to handle splits. Patch coming shortly - thanks for spotting this! This could be the reason for "out of disk space" errors that many users reported.